Serving DNNs like Clockwork: Performance Predictability from the Bottom Up

Arpan Gujarati, Reza Karimi, Safya Alzayat, Wei Hao, Antoine Kaufmann, Ymir Vigfusson, Jonathan Mace. Serving DNNs like Clockwork: Performance Predictability from the Bottom Up. In 14th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2020, Virtual Event, November 4-6, 2020. pages 443-462, USENIX Association, 2020. [doi]

@inproceedings{GujaratiKAHKVM20,
  title = {Serving DNNs like Clockwork: Performance Predictability from the Bottom Up},
  author = {Arpan Gujarati and Reza Karimi and Safya Alzayat and Wei Hao and Antoine Kaufmann and Ymir Vigfusson and Jonathan Mace},
  year = {2020},
  url = {https://www.usenix.org/conference/osdi20/presentation/gujarati},
  researchr = {https://researchr.org/publication/GujaratiKAHKVM20},
  cites = {0},
  citedby = {0},
  pages = {443-462},
  booktitle = {14th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2020, Virtual Event, November 4-6, 2020},
  publisher = {USENIX Association},
  isbn = {978-1-939133-19-9},
}